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通过动态心脏模型和3D打印斑块模型对CCTA中冠状动脉斑块评估的不确定性进行量化。

Quantification of uncertainty in the assessment of coronary plaque in CCTA through a dynamic cardiac phantom and 3D-printed plaque model.

作者信息

Richards Taylor, Sturgeon Gregory M, Ramirez-Giraldo Juan Carlos, Rubin Geoffrey D, Koweek Lynne Hurwitz, Segars William Paul, Samei Ehsan

机构信息

Duke University, Carl E. Ravin Advanced Imaging Labs, Department of Radiology, Medical Physics Graduate Program, Durham, North Carolina, United States.

Siemens Medical Solutions USA Inc., Malvern, Pennsylvania, United States.

出版信息

J Med Imaging (Bellingham). 2018 Jan;5(1):013501. doi: 10.1117/1.JMI.5.1.013501. Epub 2018 Jan 17.

Abstract

The purpose of this study was to develop a dynamic physical cardiac phantom with a realistic coronary plaque to investigate stenosis measurement accuracy under clinically relevant heart-rates. The coronary plaque model (5 mm diameter, 50% stenosis, and 32 mm long) was designed and 3D-printed with tissue equivalent materials (calcified plaque with iodine-enhanced lumen). Realistic cardiac motion was modeled by converting computational cardiac motion vectors into compression and rotation profiles executed by a commercial base cardiac phantom. The phantom was imaged on a dual-source CT system applying a retrospective gated coronary CT angiography (CCTA) protocol using synthesized motion-synchronized electrocardiogram (ECG) waveforms. Multiplanar reformatted images were reconstructed along vessel centerlines. Enhanced lumens were segmented by five independent operators. On average, stenosis measurement accuracy was 0.9% positively biased for the motion-free condition. Average measurement accuracy monotonically decreased from 0.9% positive bias for the motion-free condition to 18.5% negative bias at 90 beats per minute. Contrast-to-noise ratio, lumen circularity, and segmentation conformity also decreased monotonically with increasing heart-rate. These results demonstrate successful implementation of a base cardiac phantom with a 3D-printed coronary plaque model, relevant motion profile, and coordinated ECG waveform. They further show the utility of the model to ascertain metrics of CCTA accuracy and image quality under realistic plaque, motion, and acquisition conditions.

摘要

本研究的目的是开发一种带有逼真冠状动脉斑块的动态物理心脏模型,以研究在临床相关心率下狭窄测量的准确性。设计了冠状动脉斑块模型(直径5毫米,狭窄50%,长32毫米),并用组织等效材料(含碘增强管腔的钙化斑块)进行3D打印。通过将计算得到的心脏运动向量转换为由商用基础心脏模型执行的压缩和旋转轮廓,对逼真的心脏运动进行建模。使用合成的运动同步心电图(ECG)波形,在双源CT系统上对该模型进行回顾性门控冠状动脉CT血管造影(CCTA)协议成像。沿血管中心线重建多平面重组图像。由五名独立操作人员对增强的管腔进行分割。平均而言,在无运动条件下,狭窄测量准确性存在0.9%的正偏差。平均测量准确性从无运动条件下的0.9%正偏差单调下降至每分钟90次心跳时的18.5%负偏差。随着心率增加,对比噪声比、管腔圆度和分割一致性也单调下降。这些结果表明,成功实现了带有3D打印冠状动脉斑块模型、相关运动轮廓和协调ECG波形的基础心脏模型。它们进一步显示了该模型在真实斑块、运动和采集条件下确定CCTA准确性指标和图像质量的实用性。

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